Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 20:27 UTC
mattt / emcee
MCP generator for OpenAPIs 🫳🎤💥
mattt/emcee erreicht einen Gesundheitsindex von 54 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Sustainability & Governance (66/100) ab, am schwächsten bei Security (31/100). Zuletzt vor 17 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
54
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
54
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
MatttPersönliches Konto
19.140 Follower131 öffentliche Reposseit Apr. 2008@increase
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| Go | github.com/mattt/emcee | v0.8.0 | - | 23 | vor 22 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
58
Entwicklungsaktivität
42Gefährdet
Wie die Bewertung erfolgt
| 28.8/36 | Push-Aktualität — letzter Push vor 17 Tagen |
| 3.5/36 | Commit-Rhythmus — 5/52 Wochen mit Commits |
| 9/18 | Commit-Volumen — 9 Commits im letzten Jahr |
| 1/10 | OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
Verwendete Eingangsdaten
| commits_last_year | 9 |
| human_commit_share | 1 |
| days_since_last_push | 17 |
| active_weeks_last_year | 5 |
Release-Disziplin
83Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 22 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 22 Tagen |
| 19.8/27 | Release-Rhythmus — ein Release etwa alle 55,8 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 22 |
| latest_release_tag | v0.8.0 |
| releases_from_tags | nein |
| days_since_latest_release | 22 |
| mean_days_between_releases | 55,8 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
51
Popularität & Verbreitung
52Mittel
Wie die Bewertung erfolgt
| 40.7/60 | Stars — 326 Stars |
| 11.8/25 | Forks — 27 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 27 |
| stars | 326 |
| watchers | 2 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
66
Maintainer-Resilienz (Bus-Faktor)
25Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 2/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 91 % der Commits |
| 4.1/13.5 | Breite der Beitragenden — 3 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0,911 |
Wie die Bewertung erfolgt
| 46.8/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 33.1/38.3 | PR-Annahme — 52/60 entschiedene PRs gemergt |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
Verwendete Eingangsdaten
| merged_prs | 52 |
| open_issues | 0 |
| closed_issues | 8 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 8 |
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 25/25 | Reichweite des Inhabers — 19.140 Follower von mattt |
| 25/25 | Kontohistorie — 131 öffentliche Repos, Kontoalter ca. 18 Jahre |
Verwendete Eingangsdaten
| followers | 19.140 |
| owner_type | User |
| is_verified | — |
| owner_login | mattt |
| public_repos | 131 |
| account_age_days | 6.669 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf go |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 22 Tagen |
| 20/20 | Versionshistorie — 23 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | github.com/mattt/emcee |
| ecosystems | go |
| any_deprecated | nein |
| min_days_since_publish | 22 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
58
Engineering-Praktiken
54Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard: CI-Tests — 10 out of 28 merged PRs checked by a CI test -- score normalized to 3 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
65Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://emcee.sh |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 3 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | modelcontextprotocol, openapi, agents |
| has_wiki | nein |
| homepage | https://emcee.sh |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
31
Sicherheitslage
31Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0.8/2.5 | CI-Tests — 10 out of 28 merged PRs checked by a CI test -- score normalized to 3 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 3/30 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3/7.5 | Vulnerabilities — 6 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,1 |
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
55
AI-Agentenkontext & Leitlinien
30Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 29.6/40 | Lesbare Commit-Historie — 50 von 90 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,556 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 12.6/18 | Bootstrap mit einem Befehl — go.mod (Toolchain-Konvention, kein Task-Runner) |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — Go (statisch typisiert) |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 90 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | go.sum |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
100Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 55/55 | Handhabbare Dateigrößen — 0/12 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 14.855 |
| source_files_sampled | 12 |
| oversized_source_files | 0 |
Wie die Bewertung erfolgt
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — testdata/api.weather.gov/openapi.json |
| 20/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | ja |
| api_schema_files | testdata/api.weather.gov/openapi.json |
Eckdaten
326GitHub-Sterne
3Mitwirkende
9Commits, letzte 12 Monate
17Tage seit letztem Push
22Releases
1Bus-Faktor
0offene Issues
GoPaket-Ökosysteme
Warnungen zur Datenerhebung
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
Stern- und Fork-Verlauf 326 ★ / 27 ⇿
326Sterne
27Forks
19Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 7Patch 12
Jeder Punkt umfasst 2 Tage.
OpenSSF Scorecard 3.1 / 10
3.1Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 3 | CI-Tests | 10 out of 28 merged PRs checked by a CI test -- score normalized to 3 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 3/30 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 4 | Vulnerabilities | 6 existing vulnerabilities detected |
Direkte Abhängigkeiten 8
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/google/jsonschema-go | v0.2.0 | go.mod |
| Go | github.com/hashicorp/go-retryablehttp | v0.7.7 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v0.2.1-0.20250814153251-bb6dadecca24 | go.mod |
| Go | github.com/pb33f/libopenapi | v0.21.2 | go.mod |
| Go | github.com/spf13/cobra | v1.8.1 | go.mod |
| Go | github.com/stretchr/testify | v1.10.0 | go.mod |
| Go | golang.org/x/sync | v0.11.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"modelcontextprotocol",
"openapi",
"agents"
],
"is_fork": false,
"size_kb": 195,
"has_wiki": false,
"homepage": "https://emcee.sh",
"languages": {
"Go": 45291,
"Shell": 4879
},
"pushed_at": "2026-07-04T11:41:37Z",
"created_at": "2025-01-16T16:20:26Z",
"owner_type": "User",
"updated_at": "2026-07-04T11:41:39Z",
"description": "MCP generator for OpenAPIs 🫳🎤💥",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://nshipster.com",
"name": "Mattt",
"type": "User",
"login": "mattt",
"company": "@increase",
"location": "Portland, OR",
"followers": 19140,
"avatar_url": "https://avatars.githubusercontent.com/u/7659?v=4",
"created_at": "2008-04-17T03:18:54Z",
"is_verified": null,
"public_repos": 131,
"account_age_days": 6669
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-06-29T13:20:45Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2025-10-09T11:35:17Z"
},
{
"tag": "v0.6.1",
"kind": "patch",
"published_at": "2025-08-14T16:57:14Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2025-08-14T16:41:58Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2025-07-25T12:53:27Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2025-07-25T10:39:05Z"
},
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2025-03-29T11:48:41Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2025-03-14T16:44:49Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2025-03-14T16:11:04Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2025-02-12T14:16:28Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2025-01-28T19:52:27Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2025-01-27T12:55:42Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-01-27T10:44:06Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-01-26T15:16:37Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2025-01-24T00:38:38Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2025-01-23T22:48:00Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2025-01-23T22:40:21Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2025-01-23T17:28:06Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2025-01-23T15:05:56Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2025-01-22T19:05:12Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2025-01-22T18:06:46Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2025-01-21T11:59:53Z"
}
],
"recent_commits": [
{
"oid": "ecfde54b7647bac94cda1c42052a40dcbacd8b13",
"body": "* Fix JSON-RPC tool call response example in README\n\nNest content under result so the sample matches the MCP wire format. Cherry-picked from #66.\n\nCo-authored-by: kriptoburak <kriptoburak@users.noreply.github.com>\n\n* Make README tool call response example valid JSON\n\nReplace the JSONC comment placeholder with a string value and drop the annotations field, which emcee does not populate in successful tools/call results.\n\n---------\n\nCo-authored-by: kriptoburak <kriptoburak@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix JSON-RPC tool call response example in README (#68)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2026-07-04T11:41:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4e1be73dd00d2d2de66647d2af50b002664ff83",
"body": "* Add support for the HTTP QUERY method\n\n* Remove unused homebrew-tap link reference\n\n* Address review feedback on QUERY support\n\nGuard against non-mapping Path Item nodes and avoid a data race in the\nQUERY test by passing the observed request over a channel.",
"is_bot": false,
"headline": "Add support for the HTTP `QUERY` method (#65)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2026-06-29T13:15:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab8f42ccd65145b84dafe92d36135f364a2c255e",
"body": "* Filter readonly properties from input schema\n\n* Formatting",
"is_bot": false,
"headline": "Filter `readonly` properties from input schema (#63)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-10-09T11:34:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a533afef3c0c03f06de4a58dbee518b508c2e404",
"body": "* Add --insecure flag to skip TLS certificate validation\n\n* Preserve retryablehttp transport\n\n* Formatting",
"is_bot": false,
"headline": "Add `--insecure` flag to skip TLS certificate validation (#61)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-10-09T11:33:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e48585f934d9a5757dd7ed5fbd2da2eba37e44d",
"body": "…nd body (#62)",
"is_bot": false,
"headline": "Resolve OpenAPI parameter name collisions between path/query/header a…",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-10-09T11:17:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "800a61a4f6eeb7f32e3065fdd0799f628ba5938a",
"body": "* Add tool annotations\n\n* Add --no-annotations flag",
"is_bot": false,
"headline": "Add tool annotations (#59)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-08-14T16:56:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c87ab68496d8efdefcc1109c564979b64799a0c",
"body": "…rotocol/go-sdk` (#58)\n\n* Replace hand-rolled MCP implementation with github.com/modelcontextprotocol/go-sdk\n\n* Pin to unreleased commit bb6dadecca24ba53195559f05ef40904d48baeff",
"is_bot": false,
"headline": "Replace hand-rolled MCP implementation with `github.com/modelcontextp…",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-08-14T16:39:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e77d24a1bf9c5bc7b77e68577f3d8148861adb52",
"body": null,
"is_bot": false,
"headline": "Update references to GitHub owner (#56)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-07-25T12:17:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38b7b91c561a161afa3ee5d901b6ef097dc5040a",
"body": "* Change to MIT License\n\n* Transfer project from Loopwork",
"is_bot": false,
"headline": "Transfer project from Loopwork (#55)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-07-24T20:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a746bdbd14d4c86b13b0c950740525439b2e3e9d",
"body": null,
"is_bot": false,
"headline": "Update organization name from loopwork-ai to loopwork (#54)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-06-27T11:19:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c4e9f0e91b380071eb6211fd3ed49db2d5806813",
"body": "* Add schema description, enum values to tool description\n\n* don't add schema description when it is same as parameter description.",
"is_bot": false,
"headline": "Add schema description, enum values to tool description (#51)",
"author_name": "Logan Chae",
"author_login": "logan-querypie",
"committed_at": "2025-03-29T11:43:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cdaa48b85f21d253809bc807ab37d0fc9661d173",
"body": null,
"is_bot": false,
"headline": "Handle requests with initialize method (#49)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-03-14T16:43:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "021b02d1b5e599c4f64a7f652ce0576649fd37bb",
"body": null,
"is_bot": false,
"headline": "Update server implementation to handle notifications (#48)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-03-14T16:34:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "928369bc26357bbdc25939b62deb9d96b5a0fd6b",
"body": "* Truncate tool names to 64 characters\n\n* Apply suggestions from code review\n\nSigned-off-by: Mattt <mattt@me.com>\n\n* Fix tests\n\n---------\n\nSigned-off-by: Mattt <mattt@me.com>",
"is_bot": false,
"headline": "Truncate tool names to 64 characters (#47)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-03-14T16:09:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1951d725667d3ae55a2f9afabdd2a17366ec987",
"body": "* Upgrade to go 1.24.0\n\n* Update Go version in README",
"is_bot": false,
"headline": "Update to Go 1.24.0 (#43)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-02-12T14:10:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be8d7e1d39b5dd8b73b564451a9e1bc7f6da3727",
"body": null,
"is_bot": false,
"headline": "Configure 10 minute timeout for CI (#42)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-02-12T13:56:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bfbe3ba27dd1f94ee2c6e6a6393f074464e1cdba",
"body": null,
"is_bot": false,
"headline": "Fix request query encoding of array parameters (#41)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T23:23:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beb19150ff09d212d5789e143aecb55ead31cae2",
"body": "* Add link to op CLI in README\n\n* Add commands to install and configure op",
"is_bot": false,
"headline": "Add link to `op` CLI in README (#40)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T18:16:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "666fd7b7691c14e4ffbfc7c053792b052673eecb",
"body": "…penAPI specification (#39)",
"is_bot": false,
"headline": "Add note in README about not using provided credentials to download O…",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T13:57:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc9933a6ee74313885eef8e084e1e6665c26b2d3",
"body": "* Add README section about transforming OpenAPI specifications\n\n* Remove code voice for jq and yq",
"is_bot": false,
"headline": "Add README section about transforming OpenAPI specifications (#38)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T13:48:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3e7ba255115a5a36a219d70a414ba17a81f25e3",
"body": "* Add support for 1Password secret references\n\n* Add more details and screenshot\n\n* Resize screenshot\n\n* Add test coverage for ResolveSecretReference helper function",
"is_bot": false,
"headline": "Add support for 1Password secret references (#37)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T12:48:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "391db097d042c75e58616970db976999fd2b3459",
"body": null,
"is_bot": false,
"headline": "Use get.emcee.sh domain for install script (#36)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T12:04:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb0cc7cfbeceb66fc7831616c4a9cb65a41a3db4",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-27T11:06:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd3a889dc4a0705687a3082151828ffb02c86534",
"body": "* Add -s/--silent flag\n\n* Change log levels for incoming and outgoing requests\n\n* Add more logging statements",
"is_bot": false,
"headline": "Add `-s`/`--silent` flag (#35)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T10:38:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7afcd3142ecd601d273284ee8ad830e01fd1350e",
"body": null,
"is_bot": false,
"headline": "Remove and ignore ~ (#34)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-27T10:17:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "38ab53c0e1b9e39b40d77922e3fc3030f8a59419",
"body": null,
"is_bot": false,
"headline": "changes quickstart to have directions instead of command (#33)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-27T09:24:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3662ad3a956dcf4a478ad1f39aaba1ef3d9eff3",
"body": null,
"is_bot": false,
"headline": "updates the readme to include new auth info (#32)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-26T21:07:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2ebdcff18ed8cd3f9ac3dc30b35fccf4beb323b",
"body": "Signed-off-by: Mattt <mattt@loopwork.com>",
"is_bot": false,
"headline": "Update README.md",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-26T15:22:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9676728e5de8d6c9cf97cdfe2764a58e5505990a",
"body": null,
"is_bot": false,
"headline": "Fix how requests are constructed from server base URL (#31)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-26T15:10:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9dcdd8c581e8d73bee91d2d755634028b56029a7",
"body": "…w-auth` options (#30)\n\n* Remove no-op setting Authentication header for request\n\nThis is redundant with custom transport\n\n* Add WithAuth server option and move initialization logic to that\n\n* Add test coverage for WithAuth option\n\n* Move configuration of retryable HTTP client to internal package\n\n* Update long description for command\n\n* Replace --auth flag with scheme specific flags",
"is_bot": false,
"headline": "Replace `--auth` option with `--bearer-auth` / `--basic-auth` / `--ra…",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-26T15:03:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "785893de9e3aa50fdf4984c1efa593eef0687ed1",
"body": null,
"is_bot": false,
"headline": "Move example Claude Desktop config to testdata (#29)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-26T13:49:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a38529502188ecf8586978d20da2a5ed91eeb83d",
"body": null,
"is_bot": false,
"headline": "adds an example claude_Desktop_config, useful for debugging (#27)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-24T20:12:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df0076095d048f186c3cbf7a58df26b748b4866b",
"body": "* adds a callout with loopwork email\n\n* change copy\n\n* make each line its own line\n\n* forcing new liines\n\n* maybe just two lines\n\n* moves callout higher",
"is_bot": false,
"headline": "adds a callout with loopwork email (#25)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-24T18:26:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fa82df57f9b02c247daa5fac9e97d60680d52a6e",
"body": "* adds a hero image to the top of the readme\n\n* removes image, makes hero less tall",
"is_bot": false,
"headline": "adds a hero image to the top of the readme (#24)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-24T18:10:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2bbf4d6c57015fb1e6363eede9a96ab4a77aa5ed",
"body": null,
"is_bot": false,
"headline": "Move installer script into tools (#23)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-24T17:36:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5fc6fe0b3c1774b5ea3d6b8192c5fee1339877c",
"body": null,
"is_bot": false,
"headline": "fixes a bad command in the readme that causes the debugger fail (#22)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-24T03:43:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5348a8bd690d994b329578cd53b142579023ee1c",
"body": "* Updates quickstart brew script to use the tap -- also changes console directions to sh for highlighting",
"is_bot": false,
"headline": "Updates quickstart brew script to use the tap (#20)",
"author_name": "Carl Peaslee",
"author_login": null,
"committed_at": "2025-01-24T00:29:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "827da1521e5ad315164552a2349fcb90b7852ae8",
"body": "* Create LICENSE\n\nSigned-off-by: Mattt <mattt@loopwork.com>\n\n* Add License section to README\n\n* Update LICENSE\n\nSigned-off-by: Mattt <mattt@me.com>\n\n---------\n\nSigned-off-by: Mattt <mattt@loopwork.com>\nSigned-off-by: Mattt <mattt@me.com>",
"is_bot": false,
"headline": "Add LICENSE (#19)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-24T00:25:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "71ebea493bc55a8c7b6359cbedca5fae10dfce6c",
"body": "* Update README\n\n* Add debugging information\n\n* Add screenshots\n\n* More updates\n\n* Resize human in the loop screenshot\n\n* Tweak wording\n\n* Copy editing\n\n* Make quickstart even quicker, I guess?",
"is_bot": false,
"headline": "Update README (#15)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-24T00:07:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a19448dbc597ba4eb168c05106302e064b25b417",
"body": null,
"is_bot": false,
"headline": "Point goreleaser brew step to homebrew-tap repo",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-23T22:43:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "334202a0e68e2835cfb87479b35e2ab226b2c7a0",
"body": null,
"is_bot": false,
"headline": "Formatting",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-23T22:35:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac0dea8e7327eb3f909dcca1c9623ac3a00c5cc1",
"body": null,
"is_bot": false,
"headline": "Revert release workflow back to using --clean instead of --rm-dist",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-23T22:35:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b6ff6d0a45e306c35aff8592ab631266f93ac58",
"body": "* Fix DEPRECATED: archives.format should not be used anymore\n\n* Replace --clean with --rm-dist\n\n* Move GH_PAT to env for goreleaser step\n\n* Add ko to goreleaser configuration",
"is_bot": false,
"headline": "Add ko to goreleaser configuration (#17)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-23T22:04:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "902281e864c16b07170092b90acd25fad6139410",
"body": "* Add install script\n\n* Don't run release workflow on PRs",
"is_bot": false,
"headline": "Add install script (#10)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-23T22:03:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0abcfd61c4e9a47bbc0af2fbc129814edf89e524",
"body": null,
"is_bot": false,
"headline": "Add GH_PAT to env for release workflow",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-23T17:21:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbaa6cb87e96ff88ff0fa7e87c9d84b710809729",
"body": null,
"is_bot": false,
"headline": "Add Homebrew to goreleaser configuration (#16)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-23T14:59:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c4a70e3432b794150c7cd7c4f9b822a2b41fceea",
"body": "* Add test coverage for WithAuth option\n\n* Replace WithAuth option with custom HTTP transport that automatically injects headers\n\n* Automatically add Bearer auth scheme if not provided\n\nExtract HTTP transport into internal package\n\n* Use string template instead of concatenation",
"is_bot": false,
"headline": "Automatically add Bearer auth scheme if not provided (#14)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-22T18:59:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47f55d7400f0b1e72494c83d11f502ecd7d5757d",
"body": "* Reorganize ServerOption and methods\n\nRemove unused Start and Shutdown methods\n\n* Remove default server info\n\n* Define constant for MCP version\n\n* Clean up and comment code\n\n* Inline applyAuthHeaders\n\n* Define jsonrpc.Result type\n\n* Fixup server info\n\n* Rename Handle to HandleRequest\n\n* Create prot\n[…]\npe path parameters according to RFC 3986\n\n* Move logging to top-level handler\n\n* Add test case for NWS point tool and fix implementation\n\n* Only escape characters that are invalid in URL path segments",
"is_bot": false,
"headline": "Fix tool calling (#13)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-22T18:00:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "737ada3b28e58acfd4962d6a5de885d539fbc06a",
"body": "* Add integration test\n\n* Move OpenAPI spec to subdirectory",
"is_bot": false,
"headline": "Add integration test (#11)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T16:47:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "791c08792a81871c3ea5386237fd266523bb14e2",
"body": null,
"is_bot": false,
"headline": "Don't run release workflow on PRs",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-21T12:42:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "139e65a4dc96861208adad8aeee6df6707572d51",
"body": null,
"is_bot": false,
"headline": "Add missing release workflow",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-21T11:53:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2b89ab31eaea7bb2c45d8c21356ef2aebbf8cbc",
"body": "* Add version information to command\n\n* goreleaser init\n\n* Remove overrides for unsupported Windows platform\n\n* Add release workflow",
"is_bot": false,
"headline": "Add release workflow (#9)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T11:52:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a5d698b4c2dbc3372c47b8d62420c468629cde5",
"body": "* Fix write /dev/stdout: resource temporarily unavailable\n\n* Make implementation of reader and writer loops more symmetrical\n\n* Use bytes.Buffer directly without the intermediate slice\n\n* Add missing defer close(lines)",
"is_bot": false,
"headline": "Fix `write /dev/stdout: resource temporarily unavailable` (#8)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T11:36:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b57b5f43aa2c50eeb0cc5bbed83569f874b8dace",
"body": "* Use go-retryablehttp package\n\n* Update README",
"is_bot": false,
"headline": "Use go-retryablehttp package (#7)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T10:44:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d17f33303e9e4a888ff78cec837f6d9efe8c1066",
"body": null,
"is_bot": false,
"headline": "Accept file path as argument (#6)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T10:32:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87b8a1a90271ca91d6502251ad9341f3b07552bd",
"body": "* Move handler argument from Transport constructor to Run method\n\n* Fix write /dev/stdout: resource temporarily unavailable\n\n* Rename errOut to logger\n\n* Make logging more verbose\n\n* Use slog for verbose logging",
"is_bot": false,
"headline": "Overhaul logging (#5)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T10:11:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44584ee43cc8242b97594a870b6638fc66d1a6de",
"body": null,
"is_bot": false,
"headline": "Update to Go 1.23.3",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-21T09:22:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "025b68a316d2394b602224252d5289c211718067",
"body": null,
"is_bot": false,
"headline": "Allow OpenAPI spec to be piped to stdin (#4)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T09:22:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0bee0a8bd50cbc3f3da01dbf12a3a54f04e19ea",
"body": null,
"is_bot": false,
"headline": "Support SIGINT with non-blocking stdin read (#3)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T08:40:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e95c3cb8955adbcdee4ec19c2cdc0bb071a8675d",
"body": null,
"is_bot": false,
"headline": "Add -v/--verbose flag (#2)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-21T08:14:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2dbed8ca2001e4371d3bd5bea138a72255e4fceb",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:36:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3b42b091a74f4d0b56729aac6b8f95524b0571d",
"body": "Update .gitignore",
"is_bot": false,
"headline": "Add cmd directory",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:28:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8b9660e3b20a566046bfc7477687f37ad880486",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:21:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce747d28ca7d785f50ce6ae60e422374a4ab07c7",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:18:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2b9655c90b17d8c73c8c31347b40dbe2ace614e",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:18:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9eb226099bc2f400f45957325bc2c77208f4a5e4",
"body": null,
"is_bot": false,
"headline": "Add README",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:16:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e3f723fe32d955223ad32933df08942a8e53db3",
"body": null,
"is_bot": false,
"headline": "go mod tidy",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T03:08:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5da405665580d918f90fd5dfac042e911736d47d",
"body": "Signed-off-by: Mattt <mattt@loopwork.com>",
"is_bot": false,
"headline": "Add CI workflow (#1)",
"author_name": "Mattt",
"author_login": "mattt",
"committed_at": "2025-01-17T03:07:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbd42de62fa4f7e5b5304ee98a2a87341462de17",
"body": null,
"is_bot": false,
"headline": "Rename to emcee",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T02:55:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b77abfdf1e83ac57b6d728f1cfb24a4937f5fdf4",
"body": "Switch to functional options for NewServer",
"is_bot": false,
"headline": "Add --auth option to CLI",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-17T02:47:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d709f142c4a7027b3007e6cc77fc3f17a9b6183f",
"body": null,
"is_bot": false,
"headline": "Marshall null ids as 0",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T22:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5239be81d327957fecb3117fa5dfb4620a1cbdd1",
"body": null,
"is_bot": false,
"headline": "go mod tidy",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T22:40:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85310e3981e17fb147606b43e9bbde41341b9769",
"body": null,
"is_bot": false,
"headline": "Create jsonRPC.ID type",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T22:33:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ddf4abaadb10c1a50b16888b4e84b46d02edcd38",
"body": null,
"is_bot": false,
"headline": "Add .gitignore",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:36:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7611a5328e757a2ec32b742122a1a40ec318a0cc",
"body": null,
"is_bot": false,
"headline": "Rename root.go -> main.go",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:35:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cee6162cf8f92a2550d1c578bdd7850f9964e268",
"body": null,
"is_bot": false,
"headline": "Derive MCP server name from OpenAPI",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:35:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d728f6befcdcf881be8cbee93f977fe7d872035f",
"body": null,
"is_bot": false,
"headline": "Add support for initialize message",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:22:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "053a7ea3a8beb228145ebfef83ce783d6bbaf401",
"body": null,
"is_bot": false,
"headline": "Use errgroup to clean up shutdown logic",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:20:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "61fe9baa41b162175ad834d4762e8a56c0723f4d",
"body": null,
"is_bot": false,
"headline": "Flush out buffer on response",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T21:03:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29c8e4aa36ebad26408c32d72cd794379b9303da",
"body": null,
"is_bot": false,
"headline": "Add support for image responses",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T18:45:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b3cffdb1f28d16d9d6d1c877a08c2e0fc67eae41",
"body": null,
"is_bot": false,
"headline": "Update server implementation to align with spec",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T18:30:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d812d0e4afff8ab227ebaec3f0c7c269f331a848",
"body": null,
"is_bot": false,
"headline": "Update server to take http client argument",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T17:23:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09a572a99c56dfc32877383997919f51c0e009f4",
"body": null,
"is_bot": false,
"headline": "Update Transport.Run to take context argument",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T17:19:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1c07b11a06be579ddfc1b001e75e690d80301580",
"body": null,
"is_bot": false,
"headline": "Reorganize project",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T17:17:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14924db35ce02c5e02adc2af1453d6c289255bc7",
"body": null,
"is_bot": false,
"headline": "Define JSON-RPC error code type and constants",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T16:38:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ff5b041f00938c41d6cc679b763a188b5befdff0",
"body": null,
"is_bot": false,
"headline": "Extract types into separate file",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T16:20:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27fc48b1a1d468f2c2195edfc121d0b3af109933",
"body": null,
"is_bot": false,
"headline": "Create Transport abstraction and add test coverage",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T16:14:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7381dceec313ca1dcc8267318eea848a3b128349",
"body": null,
"is_bot": false,
"headline": "Create Server abstraction and add test coverage",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T16:07:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ff7df0587212c99f87f2cb166497d5d6d6384ab",
"body": null,
"is_bot": false,
"headline": "Use cobra",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T15:59:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64e04915c4d82aaa1b6222af9ba3561fa3e54184",
"body": null,
"is_bot": false,
"headline": "Initial implementation",
"author_name": "Mattt Zmuda",
"author_login": "mattt",
"committed_at": "2025-01-16T15:55:46Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 22,
"commits_last_year": 9,
"latest_release_at": "2026-06-29T13:20:45Z",
"latest_release_tag": "v0.8.0",
"releases_from_tags": false,
"days_since_last_push": 17,
"active_weeks_last_year": 5,
"days_since_latest_release": 22,
"mean_days_between_releases": 55.8
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 42,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/mattt/emcee",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/mattt/emcee",
"is_deprecated": false,
"latest_version": "v0.8.0",
"repository_url": "https://github.com/mattt/emcee",
"versions_count": 23,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-06-29T13:15:35Z",
"latest_version_yanked": null,
"days_since_latest_publish": 22
}
]
},
"popularity": {
"forks": 27,
"stars": 326,
"watchers": 2,
"fork_history": {
"days": [
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-01-30",
"count": 1
},
{
"date": "2025-02-23",
"count": 1
},
{
"date": "2025-03-07",
"count": 2
},
{
"date": "2025-03-09",
"count": 1
},
{
"date": "2025-03-10",
"count": 1
},
{
"date": "2025-03-11",
"count": 1
},
{
"date": "2025-03-16",
"count": 1
},
{
"date": "2025-03-26",
"count": 1
},
{
"date": "2025-04-17",
"count": 1
},
{
"date": "2025-04-25",
"count": 1
},
{
"date": "2025-05-02",
"count": 1
},
{
"date": "2025-05-08",
"count": 1
},
{
"date": "2025-05-10",
"count": 1
},
{
"date": "2025-07-07",
"count": 1
},
{
"date": "2025-07-30",
"count": 1
},
{
"date": "2025-08-12",
"count": 1
},
{
"date": "2025-08-13",
"count": 1
},
{
"date": "2025-08-31",
"count": 1
},
{
"date": "2025-11-01",
"count": 1
},
{
"date": "2026-01-15",
"count": 2
},
{
"date": "2026-03-05",
"count": 1
},
{
"date": "2026-04-05",
"count": 1
},
{
"date": "2026-06-29",
"count": 1
},
{
"date": "2026-07-14",
"count": 1
}
],
"complete": true,
"collected": 27,
"total_forks": 27
},
"star_history": {
"days": [
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-01-24",
"count": 6
},
{
"date": "2025-01-25",
"count": 2
},
{
"date": "2025-01-26",
"count": 1
},
{
"date": "2025-01-27",
"count": 5
},
{
"date": "2025-01-28",
"count": 2
},
{
"date": "2025-01-29",
"count": 8
},
{
"date": "2025-01-30",
"count": 4
},
{
"date": "2025-01-31",
"count": 1
},
{
"date": "2025-02-02",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-04",
"count": 3
},
{
"date": "2025-02-05",
"count": 5
},
{
"date": "2025-02-06",
"count": 1
},
{
"date": "2025-02-07",
"count": 1
},
{
"date": "2025-02-10",
"count": 1
},
{
"date": "2025-02-11",
"count": 1
},
{
"date": "2025-02-12",
"count": 2
},
{
"date": "2025-02-14",
"count": 2
},
{
"date": "2025-02-15",
"count": 2
},
{
"date": "2025-02-23",
"count": 1
},
{
"date": "2025-02-26",
"count": 2
},
{
"date": "2025-02-27",
"count": 4
},
{
"date": "2025-02-28",
"count": 4
},
{
"date": "2025-03-01",
"count": 1
},
{
"date": "2025-03-04",
"count": 1
},
{
"date": "2025-03-05",
"count": 4
},
{
"date": "2025-03-06",
"count": 1
},
{
"date": "2025-03-07",
"count": 38
},
{
"date": "2025-03-08",
"count": 11
},
{
"date": "2025-03-09",
"count": 13
},
{
"date": "2025-03-10",
"count": 7
},
{
"date": "2025-03-11",
"count": 12
},
{
"date": "2025-03-12",
"count": 4
},
{
"date": "2025-03-13",
"count": 4
},
{
"date": "2025-03-14",
"count": 1
},
{
"date": "2025-03-16",
"count": 1
},
{
"date": "2025-03-17",
"count": 4
},
{
"date": "2025-03-20",
"count": 1
},
{
"date": "2025-03-21",
"count": 1
},
{
"date": "2025-03-23",
"count": 2
},
{
"date": "2025-03-25",
"count": 1
},
{
"date": "2025-03-26",
"count": 3
},
{
"date": "2025-03-27",
"count": 6
},
{
"date": "2025-03-31",
"count": 1
},
{
"date": "2025-04-01",
"count": 2
},
{
"date": "2025-04-02",
"count": 2
},
{
"date": "2025-04-03",
"count": 2
},
{
"date": "2025-04-04",
"count": 1
},
{
"date": "2025-04-05",
"count": 2
},
{
"date": "2025-04-06",
"count": 3
},
{
"date": "2025-04-07",
"count": 1
},
{
"date": "2025-04-09",
"count": 1
},
{
"date": "2025-04-10",
"count": 2
},
{
"date": "2025-04-11",
"count": 1
},
{
"date": "2025-04-12",
"count": 1
},
{
"date": "2025-04-13",
"count": 4
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-15",
"count": 5
},
{
"date": "2025-04-16",
"count": 3
},
{
"date": "2025-04-20",
"count": 2
},
{
"date": "2025-04-23",
"count": 2
},
{
"date": "2025-04-24",
"count": 1
},
{
"date": "2025-04-25",
"count": 1
},
{
"date": "2025-04-26",
"count": 1
},
{
"date": "2025-04-28",
"count": 2
},
{
"date": "2025-04-29",
"count": 1
},
{
"date": "2025-05-02",
"count": 1
},
{
"date": "2025-05-03",
"count": 1
},
{
"date": "2025-05-05",
"count": 5
},
{
"date": "2025-05-06",
"count": 3
},
{
"date": "2025-05-07",
"count": 2
},
{
"date": "2025-05-08",
"count": 1
},
{
"date": "2025-05-10",
"count": 1
},
{
"date": "2025-05-12",
"count": 1
},
{
"date": "2025-05-15",
"count": 2
},
{
"date": "2025-05-20",
"count": 1
},
{
"date": "2025-05-21",
"count": 1
},
{
"date": "2025-05-23",
"count": 2
},
{
"date": "2025-05-28",
"count": 2
},
{
"date": "2025-05-29",
"count": 2
},
{
"date": "2025-05-30",
"count": 1
},
{
"date": "2025-06-04",
"count": 3
},
{
"date": "2025-06-05",
"count": 1
},
{
"date": "2025-06-06",
"count": 1
},
{
"date": "2025-06-10",
"count": 1
},
{
"date": "2025-06-14",
"count": 1
},
{
"date": "2025-06-15",
"count": 1
},
{
"date": "2025-06-17",
"count": 2
},
{
"date": "2025-06-19",
"count": 1
},
{
"date": "2025-06-21",
"count": 1
},
{
"date": "2025-06-24",
"count": 1
},
{
"date": "2025-06-27",
"count": 1
},
{
"date": "2025-07-04",
"count": 1
},
{
"date": "2025-07-05",
"count": 2
},
{
"date": "2025-07-17",
"count": 1
},
{
"date": "2025-07-25",
"count": 1
},
{
"date": "2025-07-27",
"count": 1
},
{
"date": "2025-07-28",
"count": 2
},
{
"date": "2025-07-30",
"count": 1
},
{
"date": "2025-07-31",
"count": 1
},
{
"date": "2025-08-04",
"count": 1
},
{
"date": "2025-08-08",
"count": 1
},
{
"date": "2025-08-11",
"count": 1
},
{
"date": "2025-08-12",
"count": 4
},
{
"date": "2025-08-15",
"count": 3
},
{
"date": "2025-08-18",
"count": 1
},
{
"date": "2025-08-23",
"count": 1
},
{
"date": "2025-08-28",
"count": 1
},
{
"date": "2025-08-29",
"count": 1
},
{
"date": "2025-08-30",
"count": 1
},
{
"date": "2025-08-31",
"count": 3
},
{
"date": "2025-09-01",
"count": 1
},
{
"date": "2025-09-03",
"count": 1
},
{
"date": "2025-09-04",
"count": 1
},
{
"date": "2025-09-09",
"count": 1
},
{
"date": "2025-09-20",
"count": 2
},
{
"date": "2025-09-24",
"count": 1
},
{
"date": "2025-09-26",
"count": 1
},
{
"date": "2025-10-03",
"count": 1
},
{
"date": "2025-10-04",
"count": 1
},
{
"date": "2025-10-09",
"count": 2
},
{
"date": "2025-10-11",
"count": 2
},
{
"date": "2025-10-21",
"count": 1
},
{
"date": "2025-10-30",
"count": 1
},
{
"date": "2025-11-02",
"count": 1
},
{
"date": "2025-11-04",
"count": 1
},
{
"date": "2025-11-09",
"count": 1
},
{
"date": "2025-11-13",
"count": 2
},
{
"date": "2025-11-25",
"count": 1
},
{
"date": "2025-12-19",
"count": 1
},
{
"date": "2026-01-01",
"count": 1
},
{
"date": "2026-02-08",
"count": 1
},
{
"date": "2026-02-21",
"count": 1
},
{
"date": "2026-02-25",
"count": 1
},
{
"date": "2026-03-02",
"count": 1
},
{
"date": "2026-03-07",
"count": 1
},
{
"date": "2026-03-10",
"count": 1
},
{
"date": "2026-03-11",
"count": 1
},
{
"date": "2026-03-17",
"count": 1
},
{
"date": "2026-03-25",
"count": 1
},
{
"date": "2026-05-30",
"count": 1
},
{
"date": "2026-06-25",
"count": 1
},
{
"date": "2026-06-29",
"count": 4
}
],
"complete": true,
"collected": 326,
"total_stars": 326
},
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [
"testdata/api.weather.gov/openapi.json"
],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"go.mod"
],
"largest_source_bytes": 14855,
"source_files_sampled": 12,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"go.mod"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"go"
],
"dependencies": [
{
"name": "github.com/google/jsonschema-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.0"
},
{
"name": "github.com/hashicorp/go-retryablehttp",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.7.7"
},
{
"name": "github.com/modelcontextprotocol/go-sdk",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.1-0.20250814153251-bb6dadecca24"
},
{
"name": "github.com/pb33f/libopenapi",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.21.2"
},
{
"name": "github.com/spf13/cobra",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.8.1"
},
{
"name": "github.com/stretchr/testify",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.10.0"
},
{
"name": "golang.org/x/sync",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.11.0"
},
{
"name": "gopkg.in/yaml.v3",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v3.0.1"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 52,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 8,
"closed_unmerged_prs": 8
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "mattt",
"commits": 82,
"avatar_url": "https://avatars.githubusercontent.com/u/7659?v=4"
},
{
"type": "User",
"login": "carlpeaslee",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/15232222?v=4"
},
{
"type": "User",
"login": "logan-querypie",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/181055263?v=4"
}
],
"contributors_sampled": 3,
"top_contributor_share": 0.911
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"go.sum"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 3,
"reason": "10 out of 28 merged PRs checked by a CI test -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 1,
"reason": "Found 3/30 approved changesets -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 8 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 1,
"reason": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 4,
"reason": "6 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "ecfde54b7647bac94cda1c42052a40dcbacd8b13",
"ran_at": "2026-07-21T20:27:29Z",
"aggregate_score": 3.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/mattt/emcee",
"host": "github.com",
"name": "emcee",
"owner": "mattt"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"security": 31,
"vitality": 58,
"community": 51,
"governance": 66,
"engineering": 58
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 58,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "at_risk",
"name": "Development activity",
"note": null,
"notes": [],
"value": 42,
"inputs": {
"commits_last_year": 9,
"human_commit_share": 1,
"days_since_last_push": 17,
"active_weeks_last_year": 5
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 17 days ago",
"points": 28.8,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 17
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "5/52 weeks with commits",
"points": 3.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 5
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "9 commits in the last year",
"points": 9,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 9
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 83,
"inputs": {
"releases_count": 22,
"latest_release_tag": "v0.8.0",
"releases_from_tags": false,
"days_since_latest_release": 22,
"mean_days_between_releases": 55.8
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "22 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 22
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 22 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 22
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~55.8 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 55.8
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 17,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 17 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 17
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 51,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"forks": 27,
"stars": 326,
"watchers": 2,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "326 stars",
"points": 40.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 326
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "27 forks",
"points": 11.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 27
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "2 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 2
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 3,
"top_contributor_share": 0.911
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 91% of commits",
"points": 2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 91
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "3 contributors",
"points": 4.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 3
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"merged_prs": 52,
"open_issues": 0,
"closed_issues": 8,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 8
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "52/60 decided PRs merged",
"points": 33.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 52,
"decided": 60
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 3/30 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"followers": 19140,
"owner_type": "User",
"is_verified": null,
"owner_login": "mattt",
"public_repos": 131,
"account_age_days": 6669
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "19,140 followers of mattt",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 19140,
"login": "mattt"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "131 public repos, account ~18 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 131
}
},
{
"code": "account_age_years",
"params": {
"years": 18
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/mattt/emcee"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 22
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 22 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 22
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "23 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 23
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 58,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "10 out of 28 merged PRs checked by a CI test -- score normalized to 3",
"points": 6,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 65,
"inputs": {
"topics": [
"modelcontextprotocol",
"openapi",
"agents"
],
"has_wiki": false,
"homepage": "https://emcee.sh",
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://emcee.sh",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "3 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 3
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 31,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 3.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "10 out of 28 merged PRs checked by a CI test -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 3/30 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "6 existing vulnerabilities detected",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 55,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 30,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.556,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "50 of 90 human commits state their intent (structured subject or explanatory body)",
"points": 29.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 50,
"sampled": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 90",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 90
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 14855,
"source_files_sampled": 12,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/12 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 12,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [],
"has_mcp_signal": true,
"api_schema_files": [
"testdata/api.weather.gov/openapi.json"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "testdata/api.weather.gov/openapi.json",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "testdata/api.weather.gov/openapi.json"
}
}
],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-21T20:27:46.447604Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mattt/emcee.svg",
"full_name": "mattt/emcee",
"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.23.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — Go.